An Evolutionary Model for the Stable Marriage Problem
Date of Award
2009
Document Type
Thesis
Degree Name
Bachelors
Department
Natural Sciences
First Advisor
Mullins, David
Keywords
Interdependent Utility, Interdependent Preferences, Stable Matching, Stable Marriage, Evolutionary Economics, Behavioral Economics
Area of Concentration
Mathematics
Abstract
Many variants of the Stable Marriage Problem (a one-to-one matching problem with no bearing on actual marriage) have been explored in the 46 years since the problem was first introduced. We believe our model is the first to be based on the assumption that individuals gain utility both from their own and from their partners' happiness. Participants' initial preferences are formulated the same way as in the original model. In our model, however, participants then reorder their preferences, preferring those pairings which provide the greatest total utility. All preferences are re-ordered until they cease to change (become stable). The participants are then matched via the Gale-Shapley algorithm (in accordance with these new preferences). Our most important discovery is that all (initial) sets of preferences eventually stabilize. We explore, experimentally, the relationship between group size (cardinality of each set) and how many times preferences must be reordered before stabilizing. We explain why and where our model may be applicable and use our model to help explain the disparity in age of first marriage in metropolitan versus nonmetropolitan areas. Finally, we discuss conjectures and variations for possible future study.
Recommended Citation
Karr, Sarah Rose, "An Evolutionary Model for the Stable Marriage Problem" (2009). Theses & ETDs. 4135.
https://digitalcommons.ncf.edu/theses_etds/4135
Rights
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